{"id":"W6955009134","doi":"10.57745/jdish6","title":"bound_unbound.non_redundant.xlsx","year":2023,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Identification (biology); Product (mathematics); Set (abstract data type)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001965017,0.0006028246,0.0006301454,0.0003994028,0.0005152867,0.001068935,0.003639347,0.0005848918,0.001189533],"category_scores_gemma":[0.002565049,0.0005811689,0.00009834123,0.002185631,0.0001611859,0.001389701,0.004122321,0.001037203,0.04162596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154018,"about_ca_system_score_gemma":0.00009299322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00457115,"about_ca_topic_score_gemma":0.002701157,"domain_scores_codex":[0.9967943,0.00006052496,0.0005726586,0.00119156,0.0007600591,0.0006208941],"domain_scores_gemma":[0.9964237,0.0003695122,0.0005107085,0.002433934,0.0002390154,0.00002315798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009849616,0.00007437023,0.0001750878,0.0009742698,0.0001852104,0.00003424898,0.000003131865,0.000002955745,0.000001095364,0.0005776706,0.9963746,0.001587493],"study_design_scores_gemma":[0.000287825,0.000004234711,0.0008004319,0.0001815812,0.0002523674,8.846126e-7,0.00004029647,0.0001678264,4.829957e-7,0.003589963,0.9939957,0.0006783744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000008931425,0.001565982,0.0002177188,0.001585653,0.002681088,0.0005372454,0.9879923,0.0004645851,0.004946456],"genre_scores_gemma":[0.000001701707,0.003264492,0.0003890395,0.003571194,0.00490264,0.00004527669,0.973518,0.0001078559,0.01419985],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04043642,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2106467248830677,"score_gpt":0.3468560617230333,"score_spread":0.1362093368399656,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}